Cognitive and Neuroimaging Divergence Between Juvenile and Adult FUS Amyotrophic Lateral Sclerosis
ABSTRACT Objective Amyotrophic lateral sclerosis (ALS) is a neurodegenerative disorder characterized by progressive motor neuron degeneration. Fused in sarcoma (FUS)‐associated juvenile ALS (jALS) represents a distinct and aggressive subgroup with rapid deterioration and poor prognosis.
Alexandra V. Jürs +7 more
wiley +1 more source
Contrastive rhetoric of English persuasive correspondence in the Thai business context : cross-cultural sales promotion, request and invitation [PDF]
This research focuses on the contrastive analysis of authentic persuasive business correspondence written in English by Thai speakers and native English speakers in the Thai business context. Three types of persuasive correspondence - sales promotion,
Chakorn, Ora-Ong
core
Smoothed Graph Contrastive Learning via Seamless Proximity Integration [PDF]
International audienceGraph contrastive learning (GCL) aligns node representations by classifying node pairs into positives and negatives using a selection process that typically relies on establishing correspondences within two augmented graphs.
Ovsjanikov, Maks, Behmanesh, Maysam
core +2 more sources
CORE: A causally-inspired framework for educational recommendation via contrastive learning
Online learning platforms face challenges of information overload and biased engagement, which hinder effective course recommendations. Traditional recommender systems struggle to distinguish genuine learner interests from confounding factors such as ...
Yan Zhou, Yanguang Chen
doaj +1 more source
A Comparative Study of Contemporary Learning Paradigms in Bug Report Priority Detection
The increasing complexity of software development demands efficient automated bug report priority classification, and recent advancements in deep learning hold promise. This paper presents a comparative study of contemporary learning paradigms, including
Eyup Halit Yilmaz +2 more
doaj +1 more source
Multimodal Contrastive In-Context Learning
The rapid growth of Large Language Models (LLMs) usage has highlighted the importance of gradient-free in-context learning (ICL). However, interpreting their inner workings remains challenging. This paper introduces a novel multimodal contrastive in-context learning framework to enhance our understanding of ICL in LLMs.
Yosuke Miyanishi, Le-Minh Nguyen 0001
openaire +2 more sources
Upper Cervical Cord Area as a Biomarker of Conversion to Secondary Progressive Multiple Sclerosis
ABSTRACT Objective This study assessed whether upper cervical cord area (UCCA) measured on routine brain MRI can serve as a biomarker of conversion to SPMS. Methods This is a single‐center retrospective cohort study of RRMS patients with cross‐sectional and longitudinal analyses of clinical and MRI data. Future SPMS converters were matched by age, sex,
Nabil K. El Ayoubi +8 more
wiley +1 more source
Text-Guided Contrastive Mamba for Hyperspectral Image Classification
Hyperspectral image (HSI) classification is challenging due to their high spectral complexity and the need to model long-range dependencies. Although contrastive learning has shown promise, most existing approaches rely on convolutional neural networks ...
Baokai Zu +5 more
doaj +1 more source
A 57‐Year‐Old Male With Behavioral Variant Frontotemporal Dementia and MATR3 and NOS3 Mutations
ABSTRACT This report presents a case of behavioral variant frontotemporal dementia caused by mutations in the MATR3 and NOS3 genes, aiming to analyze its clinical manifestations and genetic characteristics. For a case presenting with personality changes and gait abnormalities as the initial symptoms, this study conducted a comprehensive analysis of its
Feifei Lin, Saie Huang
wiley +1 more source
Haar Wavelet-Based Representation Learning for Unpaired Image-to-Image Translation
In recent years, there have been numerous attempts to achieve unpaired image-to-image translation. Many algorithms have especially incorporated the contrastive learning framework into unpaired image-to-image translation. This paper presents an innovative
Soobin Park +3 more
doaj +1 more source

